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alignment-handbook

Robust recipes to align language models with human and AI preferences

ampligraph

Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org

awesome-agi

AGI资料汇总学习（主要包括LLM和AIGC），持续更新......

awesome-deeplearning

深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI

awesome-rlhf

A curated list of reinforcement learning with human feedback resources (continually updated)

bert4pytorch

超轻量级bert的pytorch版本，大量中文注释，容易修改结构，持续更新

big_data_analysis

Ways and methods to deal with large data

bigdata-interview

:dart: :star2:[大数据面试题]分享自己在网络上收集的大数据相关的面试题以及自己的答案总结.目前包含Hadoop/Hive/Spark/Flink/Hbase/Kafka/Zookeeper框架的面试题知识总结

books

技术资料分享

chatlm-mini-chinese

中文对话0.2B小模型（ChatLM-Chinese-0.2B），开源所有数据集来源、数据清洗、tokenizer训练、模型预训练、SFT指令微调、RLHF优化等流程的全部代码。支持下游任务sft微调。

chinese-clip

Chinese version of CLIP which achieves Chinese cross-modal retrieval and representation generation.

chunkllama

[ICML'24] Data and code for our paper "Training-Free Long-Context Scaling of Large Language Models"

codegeex

CodeGeeX: An Open Multilingual Code Generation Model

cogdl

CogDL: An Extensive Toolkit for Deep Learning on Graphs

colossalai

Making big AI models cheaper, easier, and scalable

cpp-playground

crosstalk-generation

Perform crosstalk with Qian Yu

cxx_hopl4_zh

Chinese translation of Bjarne Stroustrup's HOPL4 paper

decision-tree-visualization-spark

🌲 Decision Tree Visualization for Apache Spark

deep-learning-with-tensorflow-book

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

deepctr-torch

【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

deepspeedexamples

Example models using DeepSpeed

effectivemoderncppchinese

《Effective Modern C++》- 完成翻译

efraudcom

essentialcpp

练习

fairscale

PyTorch extensions for high performance and large scale training.

fe4ml-zh

:book: [译] 面向机器学习的特征工程

flink-recommandsystem-demo

:helicopter::rocket:基于Flink实现的商品实时推荐系统。flink统计商品热度，放入redis缓存，分析日志信息，将画像标签和实时记录放入Hbase。在用户发起推荐请求后，根据用户画像重排序热度榜，并结合协同过滤和标签两个推荐模块为新生成的榜单的每一个产品添加关联产品，最后返回新的用户列表。

flink-simple-tutorial

:bell::pill:flink简易使用教程,结合官方仓库的example样例,结合常见场景,使用flink的基本功能

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.